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Yongqin Xian
Yongqin Xian
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Zero-shot learning—a comprehensive evaluation of the good, the bad and the ugly
Y Xian, CH Lampert, B Schiele, Z Akata
IEEE transactions on pattern analysis and machine intelligence 41 (9), 2251-2265, 2018
17182018
Feature generating networks for zero-shot learning
Y Xian, T Lorenz, B Schiele, Z Akata
Proceedings of the IEEE conference on computer vision and pattern …, 2018
10592018
Zero-shot learning-the good, the bad and the ugly
Y Xian, B Schiele, Z Akata
Proceedings of the IEEE conference on computer vision and pattern …, 2017
8692017
Latent embeddings for zero-shot classification
Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele
Proceedings of the IEEE conference on computer vision and pattern …, 2016
8352016
f-vaegan-d2: A feature generating framework for any-shot learning
Y Xian, S Sharma, B Schiele, Z Akata
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
5532019
Attribute prototype network for zero-shot learning
W Xu, Y Xian, J Wang, B Schiele, Z Akata
Advances in Neural Information Processing Systems 33, 21969-21980, 2020
2532020
Semantic projection network for zero-and few-label semantic segmentation
Y Xian, S Choudhury, Y He, B Schiele, Z Akata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
2252019
Learning graph embeddings for compositional zero-shot learning
MF Naeem, Y Xian, F Tombari, Z Akata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1382021
Open world compositional zero-shot learning
M Mancini, MF Naeem, Y Xian, Z Akata
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1102021
Distilling audio-visual knowledge by compositional contrastive learning
Y Chen, Y Xian, A Koepke, Y Shan, Z Akata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
782021
Learning graph embeddings for open world compositional zero-shot learning
M Mancini, MF Naeem, Y Xian, Z Akata
IEEE Transactions on pattern analysis and machine intelligence 46 (3), 1545-1560, 2022
552022
A closer look at self-training for zero-label semantic segmentation
G Pastore, F Cermelli, Y Xian, M Mancini, Z Akata, B Caputo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
542021
Vgse: Visually-grounded semantic embeddings for zero-shot learning
W Xu, Y Xian, J Wang, B Schiele, Z Akata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
472022
I2mvformer: Large language model generated multi-view document supervision for zero-shot image classification
MF Naeem, MGZA Khan, Y Xian, MZ Afzal, D Stricker, L Van Gool, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
422023
I2dformer: Learning image to document attention for zero-shot image classification
MF Naeem, Y Xian, LV Gool, F Tombari
Advances in Neural Information Processing Systems 35, 12283-12294, 2022
302022
Prototype-based incremental few-shot semantic segmentation
F Cermelli, M Mancini, Y Xian, Z Akata, B Caputo
arXiv preprint arXiv:2012.01415, 2020
302020
Attribute prototype network for any-shot learning
W Xu, Y Xian, J Wang, B Schiele, Z Akata
International Journal of Computer Vision 130 (7), 1735-1753, 2022
272022
Ciaosr: Continuous implicit attention-in-attention network for arbitrary-scale image super-resolution
J Cao, Q Wang, Y Xian, Y Li, B Ni, Z Pi, K Zhang, Y Zhang, R Timofte, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
242023
Generalized many-way few-shot video classification
Y Xian, B Korbar, M Douze, B Schiele, Z Akata, L Torresani
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
192020
Generalized few-shot video classification with video retrieval and feature generation
Y Xian, B Korbar, M Douze, L Torresani, B Schiele, Z Akata
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 8949 …, 2021
152021
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